EVERY_ISSUE.md

Every issue

• Every issue
  • (Engineering) Management 👔
  • AI 🤖
  • Architecture 📐
  • Blockchain ⛓️
  • Cloud ☁️
  • DDD 📘
  • Data Mesh 🥅
  • Data 💾
  • Database 🧫
  • DevOps & SRE 🛠️
  • FinOps 💸
  • Functional programming λ
  • Living Documentation 📖💗
  • MLOps 🧠⚙️
  • Miscellaneous 🎆
  • Platform📡
  • Product Management 📦
  • Productivity 👟
  • Python 🐍
  • QuantumComputing ⚛️
  • Security☣️
  • Software Engineering ⚙️
  • Web Development 🧑‍💻

(Engineering) Management 👔

• 🎙️ The Managing Managers Podcast - Pat Kua
• 📝 Engineering Leadership Tactics: Building Alignment (Francisco Trindade) | #Alignment #Consensus #ImprovementKata #Lean #Metrics #Nemawashi #RFCs
• 📝 Netflix’s historic introduction of levels for software engineers - The Pragmatic Engineer (Gergely Orosz) | #CarreerFramework #IndividualContributor #PrincipalEngineer #SeniorEngineer #StaffEngineer
• 📝 Your software architecture is complex as your organization - Dr. Milan Milanovic | #Amazon #CodeQuality #Conway'sLaw #Facebook #Google #Graphs #LinesOfCommunication #Microsoft #OrganizationalStructure
• 📽️ Work Anywhere: Managing Remote Engineering Teams at Airbnb (Jessica Tai • YOW! 2022) | #DesignDocs #FullRemote #MultipleTimezones #NoAgendaNoMeeting #RFCs #RemoteManager #WorkFromAnywhere
• 🧰 Gitlab’s Objectives and Key Results (OKRs) handbook | #OKR
• 🧰 The Engineering in Engineering Manager (slides from StretchCon2023) - Pat Kua | #Definitions #EngineeringManagement #Flow #Performance #Quality #Scope

AI 🤖

• 🎙️ E33: The Tiny Model Revolution with Ronen Eldan and Yuanzhi Li of Microsoft Research (The Cognitive Revolution "How AI Changes Everything”) | #HuggingFace #TinyModels
• 🐦 François Chollet - Introducing Keras Core: Keras for TensorFlow, JAX, and PyTorch | #JAX #Keras #PyTorch #TensorFlow
• 🐦 Hype Cycle of Artificial Intelligence 2023 - Gartner | #ArtificialGeneralIntelligence #CausalAI #GenerativeAI #KnowledgeGraphs #NeuroSymbolicAI #NeuromorphicComputing
• 🐦 joonspk-research/generative_agents - Interactive Simulacra of Human Behavior | #GenerativeAgents #Simulation #VideoGames
• 🐦 kNN using a gzip-based distance metric outperforms BERT and other neural methods for OOD sentence classification (Riley Goodside) | #BERT #Benchmark #Gzip #TextClassification
• 📝 AI Could Change How Blind People See the World | #GPT-4 #R&D
• 📝 Actors say Hollywood studios want their AI replicas — for free, forever (2023’s strike) | #AI #ActorsStrike #Copyright #Industry #Trivia🎈
• 📝 Bad numbers in the “gzip beats BERT” paper?
• 📝 Chat your data in Microsoft Fabric with Semantic Kernel | Microsoft Fabric Blog | Microsoft Fabric
• 📝 FTC investigates OpenAI over data leak and ChatGPT’s inaccuracy (Washington Post) | #ChatGPT #ConsumerProtectionLaws #Industry #OpenAPI #SlidesDeck
• 📝 Gartner Identifies Top Trends Shaping the Future of Data Science and Machine Learning | #CloudDataEcosystems #DataCentricAI #EdgeAI #Industry #ResponsibleAI #Trends
• 📝 How Alexa learned to speak with an Irish accent | #ChatBot🤖🗣️ #TextToSpeech #Trivia🎈
• 📝 Improving Image Generation with Better Captions ( DALL-E 3, OpenAI, 2023) | #CaptionImprovement #DALL·E #ResearchPaper
• 📝 Introducing English as the New Programming Language for Apache Spark | #AI #Data #Databricks #Spark
• 📝 Large Language Models: From Prototype to Production (Ines Montani, EuroPython2023 keynote) | #LLM #NER #NLP #Prodigy #Spacy
• 📝 Llama 2: Open Foundation and Fine-Tuned Chat Models (paper - Meta AI) | #Paper #R&D
• 📝 Llama 2: Open source, free for research and commercial use (website - Meta AI)
• 📝 Llama 2: Statement of Support for Meta’s Open Approach to Today’s AI
• 📝 Microsoft says it will take the heat if Copilot AI commercial users get sued - The Verge | #Copyright #GithubCopilot #Industry #Law
• 📝 Multimodality and Large Multimodal Models (Chip Huyen) | #CLIP #Flamingo #MultiModal #Speech #Vision
• 📝 NeurIPS 2023 Machine Unlearning Challenge | #AI #LLM #Privacy #Regulations #RightToBeForgotten
• 📝 Nvidia's new A.I. chip claims it will drop the costs of running LLMs | #Cost #Hardware #Industry
• 📝 Open challenges in LLM research | #GPUAlternatives #Hallucination #LLM #Optimization
• 📝 Patterns for building LLM based systems and products (Eugene Yan) | #BLEU #Evaluation #FineTuning #Hallucination #ROUGE #RetrievalAugmentedGeneration
• 📝 Perspectives on diffusion | #AutoEncoders #DiffusionModels #LatentVariables
• 📝 Plot Twist : Stack Overflow is announcing OverflowAI | #AI #Agent #Platform
• 📝 Reflections on AI Engineer Summit 2023 (Eugene Yan)
• 📝 Skyrim Mod Powered by ChatGPT Gives NPCs Memories | #ChatGPT #Trivia🎈 #VideoGames
• 📝 State of AI 2023 (McKinsey) | #GenerativeAI #StateOfTheArt
• 📝 State of AI Report 2023 (Nathan Benaich, AirStreetCapital) | #AlphaZero #ComputeIsTheNewOil #DeepMind #DiffusionModels #GPT-4 #GenerativeAI #LLM #LLama🦙 #PaLM-E #RLHF #Robotics
• 📝 State of Computer Vision 2023 (Sebastian Raschka) | #Attention #ComputerVision #DiffusionModels #GenerativeAI #LLM #StateOfTheArt #Transformers
• 📝 The Fall of Stack Overflow ? - Diminution of traffic of about 35% in the last year (dataviz) | #Cannibalization #ChatGPT
• 📝 The NeverEnding Game: How AI Will Create a New Category of Games (Jonathan Lai) | #DynamicWorldBuilding #GenerativeAgents #NarrativeStorytelling #Personalization #VideoGames
• 📝 The Rise of Applied AI Engineers and the Shift in AI Skillsets | #AI #DataScience #MLOps #SoftwareEngineering
• 📝 Urtopia Unveils the World's First Smart E-Bike with ChatGPT Integration at EUROBIKE 2023 | #ChatGPT #Trivia🎈
• 📝 🇫🇷 Construire son RAG (Retrieval Augmented Generation) grâce à langchain: L’exemple de l’Helpdesk d’OCTO - (Florian BASTIN, Nicolas CAVALLO - Blog OCTO Talks !) | #LangChain #RetrievalAugmentedGeneration
• 📝 🇫🇷 Docaposte lance son offre d’IA générative et souveraine (ChannelNews.fr) | #Alfred40B #Europe #GenerativeAI #LaPoste #NumSpot #Outscale #SecNumCloud #SovereignCloud
• 📽️ Andrej Karpathy’s state of GPT (@Microsoft Build 2023) | #ChatGPT #DataCollection #LLM #LLama🦙 #Training
• 📽️ Compliant Mechanisms that learn - Mechanical Neural Network Architected Materials | #ArchitectedMaterial #NeuralNetworks #Physics #R&D
• 📽️ JupyterCon 2023 videos are available | #Conference #JupyterHub #JupyterLab #JupyterNotebooks
• 📽️ Training AI to Play Pokemon with Reinforcement Learning (video & code, Peter Whidden) | #Pokemon #PokemonRed #ReinforcementLearning
• 🗓️ First edition of COLM (Conference On Language Models) is announced for Oct. 2024, CFP is open | #CFP #Conference #LLM
• 🗓️ NeurIPS 2023 will happen Sunday Dec. 10 through Saturday Dec. 16 | #Conference #MachineLearning #NeurIPS #Neuroscience
• 🗓️ apply(ops)23 will be 14 November (virtual conference) (Tecton) | #LLM #MLOps #MachineLearningEngineering #MultiCloud
• 🚀 Announcing Mistral 7B (MistralAI) | #128kTokens #FlashAndFurious #OpenSource #OpenSourceCode #OpenSourceWeights #SlidingWindowAttention
• 🚀 ChatGPT can now see, hear, and speak (OpenAI) | #ChatAboutImages #ChatGPT #MultiModal
• 🚀 DALL·E 3 is out (OpenAI)
• 🚀 Do Machine Learning Models Memorize or Generalize?
• 🚀 TensorFlow 2.13 and Keras 2.13 are out
• 🧰 AntonOsika/gpt-engineer - Specify what you want it to build, the AI asks for clarification, and then builds it.
• 🧰 Automated code reviews with code-review-gpt | #CodeReview #DeadCode #ExposedSecrets
• 🧰 Compilation of high-profile real-world examples of failed machine learning projects | #BadStartupIdeas #Bias #Fail #Overfit #Trivia🎈
• 🧰 It's now possible to block ChatGPT's crawler on any website | #Robots.txt
• 🧰 MilesCranmer/awesome-ml-demos: Curated list of interactive ML demos | #Code #InteractiveDemo #MachineLearning
• 🧰 jason718/awesome-self-supervised-learning: A curated list of awesome self-supervised methods | #ComputerVision #MachineLearning #NLP #SelfSupervised #Speech
• 🧰 kelvins/awesome-mlops - A curated list of awesome MLOps tools | #AutoML #DataCatalog #MachineLearningPlatform #ModelFairness #Privacy

Architecture 📐

• 📝 AWS SQS, SNS, Kinesis, EventBridge : How to choose ? | #AWS #EventBridge #Kinesis #Messaging #Queue #SNS #SQS
• 📝 Announcing updates to the AWS Well-Architected Framework guidance (AWS Architecture Blog) | #CostOptimization #OperationalExcellence #Reliability #Security #Sustainability
• 📝 Building a reliable notification system - (Joseph-Emmanuel Banzio, Contentsquare Engineering Blog) | #ContentSquare #Grafana #Kafka #Microservices #Notification #Observability #Scalability #UserJourney
• 📝 CAP Theorem: Use It to Choose an Open Source Database - Open Source For You | #Availability #CAP #Consistency #PartitionTolerance #Schema&Examples
• 📝 Cloudflare is moving away from Nginx (2022) | #Cloudflare #Network #Nginx #Pingora #Rust
• 📝 Fallacies of Distributed Systems (Mahdi Yusuf @ ArchitectureNotes) | #Bandwidth #Latency #Network #Schema&Examples #Security
• 📝 Goodbye to sequential integers, hello UUIDv7! - Buildkite | #MillisecondPrecision #TimeOrdered #UUID #v7
• 📝 How Zalando migrated their shopping carts to Amazon DynamoDB from Apache Cassandra (AWS Database Blog) | #ApacheCassandra #CaseStudies #DynamoDB #Migration
• 📝 How platform teams get stuff done (Pete Hodgson, martinfowler.com) | #Adoption #Collaboration #Conway'sLaw #Platform #Productivity #TeamTopologies
• 📝 How we built Pingora, the proxy that connects Cloudflare to the Internet (Cloudflare) | #HTTP #Nginx #Optimization #Performance #Proxy #Rust
• 📝 Implementing AWS Well-Architected best practices for Amazon SQS – Part 1 | #AWS #Cloud #Queue #SQS #event-driven
• 📝 Implementing AWS Well-Architected best practices for Amazon SQS – Part 2 | #AWS #Cloud #Queue #SQS #event-driven
• 📝 Implementing AWS Well-Architected best practices for Amazon SQS – Part 3 | #AWS #Cloud #Queue #SQS #event-driven
• 📝 Interesting Learnings from Outages (Real-World Engineering Challenges #10) | #Caching #DNS #Github #Investigation #PostMortem #Reddit #SLI/SLO
• 📝 Internal and external events, or how to design event-driven API (Event-Driven.io) | #ContextMapping #EventsAsAPI #ExternalEvents #InternalEvents
• 📝 Mastodon : How we reduced the cost of building Twitter at Twitter-scale by 100x – Red Planet Labs | #100xLessCode #Rama #S3 #Soapbox #Spring
• 📝 PostgreSQL: No More VACUUM, No More Bloat (Alexander Korotkov) | #Database #LowLevel #PostgreSQL
• 📝 RedisGraph End-of-Life Announcement | #Redis #RedisGraph #Sunset
• 📝 Scaling Kubernetes to 7,500 nodes (OpenAI) | #CLIP #DALL·E #GPT-3 #GPU #Kubernetes #Scalability
• 📝 Seven Principles of Cloud-Native Architecture - Alibaba Cloud | #DevOps #Elasticity #Observability #Resilience #ServiceOriented #ZeroTrustSecurity
• 📝 Twelve-factor app development on Google Cloud (Cloud Architecture Center) | #Cloud #GCP #Methodology #TwelveFactorApp
• 📝 What Every Programmer Should Know About Memory (Ulrich Drepper, RedHat - 2007) | #CPU #Hardware #LowLevel #Memory #RAM
• 📽️ Best Kafka Summit vídeos - Recording and slides of talks @ Kafka Summit since 2018 (kafka.apache.org) | #Fundamentals #Internals #Kafka #UseCases
• 📽️ Duck Conf 2023 replay is available 🦆🇫🇷 | #Analytics #Architecture #Conference #DevOps #GreenIT #InformationSystem #Platform #SRE #SovereignCloud
• 📽️ Fabulous Fortunes, Fewer Failures, and Faster Fixes from Functional Fundamentals - Scott Havens (DOES2019 Las Vegas) | #ConferenceTalk #EventSourcing #FunctionalProgrammingλ #Kakfa #Production
• 📽️ The lost art of software design (Simon Brown)
• 📽️ [Live coding] C4 Models as Code • Simon Brown • YOW! 2022 | #C4Model #C4PlantUML #DiagramAsCode #LivingDocumentation #Structurizr
• 🗓️ Duck Conf 2024 will be 26th of March 🦆🇫🇷 | #Architecture #Conference
• 🗓️ P99 CONF is next week | #CQRS #Optimization #Performance
• 🗓️ PGConf NYC 2023 is this week | #Conference #PostgreSQL
• 🚀 Introducing Apache Kafka 3.6 (Confluent) | #Kafka #MajorRelease #ZookeeperDeprecated
• 🧰 Architecting disaster recovery for cloud infrastructure outages on GCP | #Availability #CapabilityMapping #DDDEurope2023 #DisasterRecovery #RPO #RTO #Resilience
• 🧰 ByteByteGoHq/system-design-101: Explain complex systems using visuals and simple terms. Help you prepare for system design interviews. | #CI/CD #CaseStudies #CommunicationProtocols #Database #FunctionalChecks #SystemDesign
• 🧰 Catalog of 65 integration patterns (Enterprise Integration Patterns, Gregor Hohpe)
• 🧰 Software architecture hype cycle (Milan Milanovic) | #Adopt #CQRS #Microservices #Serverless #SoftwareEngineering
• 🧰 Tech blogs & talks from (at least) 30 companies that run Kafka in production | #Industry #Kafka #Production
• 🧰 The Apache Kafka Handbook (Gerard Hynes) | #CoreConcepts #EventDrivenArchitectures #EventStreaming #Zookeeper
• 🧰 Thoughtworks Technology Radar #29 (Sept. 2023) | #AIAssistedSoftwareDevelopment #DataProduct #DataProductThinking #HowProductiveIsMeasuringProductivity #LLM #Radar #RemoteSoftwareDelivery #Technology

Blockchain ⛓️

• 🐦 Introducing Polygon 2.0 and transition from MATIC to POL | #Blockchain #Governance #Polygon #Token

Cloud ☁️

• 🎙️ The Promise of Serverless (SaaS for Developers podcast, by Gwen Shapira) | #AWS #FinOps #Performance #S3 #Scalability
• 📝 AWS Begins Charging For Public IPv4 Addresses
• 📝 Announcing DynamoDB local version 2.0 | #AWS
• 📝 Azure AD is becoming Microsoft Entra ID | #Azure
• 📝 Building and operating a pretty big storage system called S3 | #AWS #Cost #Performance #S3
• 📝 Forbes - The Cloud 100 2023 | #BillionsOfDollarsValuation #Industry #Ranking #Trivia🎈
• 📝 How to choose a containerized service on AWS (AWS documentation)
• 📝 Lessons learned - Discontinuation of InfluxDB Cloud in AWS Sydney and GCP Belgium | #DataLoss #InfluxDB #MeaCulpa #PostMortem
• 📝 Microsoft Azure generated 34b in revenue in FY22, about half of the revenue of AWS | #Industry #Trivia🎈
• 📝 Prime Day 2023 – All the Numbers (AWS) | #AWS #Petabytes #TrillionsOfRequests
• 📝 Surfacing performance issues with effective visualization of profiling data (Lily Chen, Datadog) | #Barbenheimer #CallGraph #FlameGraph #FlameScope #Observability #Performance
• 📝 The State of Serverless 2023 (Datadog) | #AWS #AZF #Adoption #FullyManagedContainerBasedServerless #GCP #Lambda #Serverless
• 📝 Top 10 Azure Functions Anti-Patterns | by Tsuyoshi Ushio | Oct, 2023 | Medium
• 📝 Understanding AWS Lambda proactive initialization (Aaron Stuyvenberg) | #AWS #ColdStart #Lambda #WarmUp
• 🚀 Announcing AWS Dedicated Local Zones
• 🚀 Apache Flink now available on Azure
• 🚀 Azure CLI 2.53.0 is out | #Azure #CLI
• 🚀 Azure Functions: Node.js v4 programming model is Generally Available (Microsoft) | #AZF #NodeJS
• 🚀 New Seventh-Generation General Purpose Amazon EC2 Instances (M7i-Flex and M7i) | #AWS #EC2 #Intel®Xeon®Scalable
• 🚀 PostgreSQL 16 Release Candidate 1 is now available in Amazon RDS Database Preview Environment
• 🚀 Support for Python 3.11 in Azure Functions generally available (Microsoft) | #AZF #Python
• 🧰 State of Cloud 2023 (by Pluralsight) | #StateOfTheArt

DDD 📘

• 🎙️ 🇫🇷 Introduction à Domain-Driven Design avec Nelson da Costa (Podcast Café Craft) | #DDD #Introduction
• 🐦 CRUD System vs Event Sourcing illustrated (Alex Xu) | #DynamicWorldBuilding #EventSourcing
• 🐦 DDD Europe 2024 CFP for DDD Foundations is open | #CFP #Conference
• 🐦 DDDEurope2024’s call for proposal is open | #CFP #Conference #SoftwareModelling
• 📝 Balancing Coupling in Software Design (Vladik Khononov) | #DDDEurope2023 #KanDDDinsky2022 #SoftwareEngineering
• 📝 Cloud Automation à la DDD: From stringly typed to affordances (Gregor Hohpe)
• 📝 Domain-Driven Cloud: Aligning Your Cloud Architecture to Your Business Model (InfoQ - Ryan Shriver & Chris Belyea) | #BizDevOps #DomainDrivenCloud
• 📝 Evolution Patterns of Sociotechnical Systems (Amal Tahri @ DDDEurope2023)
• 📝 Systems thinking in large-scale modeling (Xin Yao) | #DDDEurope2023 #FeedbackLoop #Methodology #OOP23Munich #SystemsThinking
• 📝 What is Example-Mapping? - How to coach developers to get a chat with their product experts (Philippe Bourgau) | #BehaviorDrivenDevelopment #Collaboration #Discussion #Product #Scoping #Workshop
• 📝 🇫🇷 Retour sur la conférence EventSourcing Live @ DDD Europe 2023 (Mehdi Houacine, Sofia Calcagno) | #Architecture #Conference #event-driven
• 📽️ A Daily Practice of Empirical Software Design - Kent Beck - DDD Europe 2023 - (YouTube)
• 🧰 Wardley Mapping templates (Tangible concepts) | #DDD #Toolbox #Wardley map

Data Mesh 🥅

• 📚 Implementing Data Mesh - Jean-Georges Perrin, Eric Broda (O'Reilly)
• 📝 Auchan construit sa stratégie Data adaptable autour du Data Mesh (ZDNet) | #DataMesh #French #Industry
• 📝 Data Mesh Can’t Win Without a Massive Culture Shift - Kim Thies | #Change #Culture #DataMesh
• 📝 Data Mesh: Suez réconcilie innovation et legacy (Alliancy) | #DataMesh #French #Industry
• 📝 Dive into Event Driven Architecture with Dapr
• 📝 Ecosystem of Data Products > Centralized Data Platform | #Architecture #Data #Governance
• 📝 Innovative Implementation of Data Contracts with DBT
• 📝 PayPal open sources its data contract template | #Contract #DataQuality #Schema
• 📝 The Data Product Strategy | Becoming Metrics-First - Animesh Kumar, Travis Thomspon, And Samadrita Ghosh | #BCGFramework #DataProduct #FeedbackLoop #MetricModel #Strategy
• 🧰 Jacek Majchrzak’s Data Bazaar Workshop | #Methodology #Toolbox
• 🧰 datamesh-architecture.com : why, what, and how of Data Mesh with examples | #DataContract #DataProduct #TechStack #Toolbox
• 🧰 paypal/data-contract-template - Template for a data contract used in a data mesh | #Contract #DataQuality #Schema #YAML

Data 💾

• 📝 A Brief Comparison of Database, Data Warehouse, Data Mart and Data Lake and these services in Azure. - Microsoft Community Hub | #Azure #DataLake #DataMart #DataWarehouse #Database
• 📝 Measuring the value of a Data Catalog | Thoughtworks
• 📝 Scaling Kafka to Support PayPal’s Data Growth | by Monish Koppa (The PayPal Technology Blog) | #ClusterManagement #Kafka #Monitoring #MoreThan85NodesKafkaCluster #Paypal #TrillionsOfMessagesPerDay
• 📽️ Airflow Summit 2023 replay is available (YouTube) | #Airflow
• 📽️ Nadieh Bremer—Amidst the visualization and art of data (Keynote, Outlier 2023) - YouTube | #Dataviz #DesignThinking #Satellites #Space
• 🗓️ 🇫🇷 La Grosse Conf, la conférence Data & IA by OCTO Technology, sera le 27 mars 2023 | #AI #Data #GenerativeAI #MLOps #ResponsibleAI
• 🚀 Apache Spark 3.5.0 is out | #ArrowPythonUDFs #DistributedML #GolangSupport #RocksDB #StructuredStreaming
• 🚀 DuckDB 0.9.0 (Undulata) is out | #AWS #Azure #DuckDB #PySpark #WASM
• 🚀 Pandas 2.1.0 is out
• 🧰 jqnatividad/qsv: CSVs sliced, diced & analyzed | #CLI #CSVManipulation

Database 🧫

• 📚 PostgreSQL 14 internals - Edgar Gorov’s free book to deep dive into the server mechanics | #Architecture #LowLevel #Performance #PostgreSQL
• 📝 JunoDB: PayPal’s Key-Value Store Goes Open-Source | #KV store #NoSQL #open-source
• 📝 State of databases 2023 (producthunt.com) | #BI #Cost #DataWarehouse #NoSQL #ORM #Popularity #Provider #SQL
• 📽️ InfluxDB 3.0 is a rewrite of InfluxDB in Rust (⚠️ video protected by a form) | #InfluxDB #LowLevel #Performance #Rust #TSDB
• 📽️ ML⇄DB Seminar Series - Implementation details of Machine Learning for databases & DB for ML (Carnegie Mellon University) | #AI #BigQuery #Databases #Databricks #DuckDB #OLAP #QueryOptimizer #RedShift #Snowflake
• 🗓️ PGDay UK 2023 will be on September 12 in London | #Conference #PostgreSQL
• 🚀 PostgreSQL 16 is out | #Localization #Monitoring #Performance #Replication
• 🧰 10 Postgres tips for beginners (Nikolay Samokhvalov) | #Analyze #AutoVacuum #Checksums #DBeaver #DataGrip #Explain #Logging #PostgreSQL #Postico #Tuples

DevOps & SRE 🛠️

• 🐦 Ansible creator teases JetPorch, a new automation project written in Rust | #Automation #JetPorch #Platform #Rust
• 📝 2023 SRE Report (CatchPoint) | #AIOps #DevOps #SRE
• 📝 8 Terraform continuous validation use cases for AWS, Google Cloud, and Azure | #AWS #Azure #Cloud #GCP #Terraform
• 📝 A Brief, Incomplete and Mostly Wrong Devops Glossary (Earthly Blog) | #IDontKnowWhatSREIsAndAtThisPointImTooAfraidToAsk
• 📝 As HashiCorp adopts the BSL, an era of open-source software might be ending (Tom Krazit)
• 📝 Creating Checklists for High Stakes Changes - Major Database Upgrade in Production (Nick Janetakis) | #Checklist #Communication #Database #FunctionalChecks #Snapshot
• 📝 HashiConf 2023 recap. (by Glen Yu | Oct, 2023, Medium) | #Consul #EphemeralWorkspace #Nomad #Roadmap #Terraform #TestingFramewok #Vault
• 📝 HashiCorp announces transition from the Mozilla Public License v2.0 (MPL 2.0) to the Business Source License (BSL, or BUSL) v1.1 for future releases of all products and several libraries (Aug-10) | #FAQ #OfficialCommunication
• 📝 How Back Market SREs prepared for Black Friday (Mathieu Garstecki)
• 📝 How DoorDash Migrated from StatsD to Prometheus - DoorDash Engineering Blog | #Monitoring #Performance #Prometheus #StatsD #UDP
• 📝 How to use If-Else in Terraform – Thomas Thornton – Microsoft Azure MVP – HashiCorp Ambassador
• 📝 Introduction to heredocs in Dockerfiles - Docker | #Dockerfile #NoMoreRun&& #TodayILearned
• 📝 Measuring Git performance with OpenTelemetry - The GitHub Blog
• 📝 OpenTF Announces Fork of Terraform | #AvailableSoon #Fork #Roadmap #Terraform
• 📝 OpenTF, the open-source alternative to Terraform, becomes OpenTofu (Linux Foundation)
• 📝 Prometheus Now Supports OpenTelemetry Metrics | #CNCF #OTLP #OpenTelemetry #Prometheus
• 📝 Summary of the AWS Service Event in the Northern Virginia (US-EAST-1) Region (AWS) | #AWS #AWS STS #Lambda #LearningFromIncident #PostMortem
• 📝 The balancing act of reliability and availability (incident.io) | #Availability #Definitions #DisasterRecovery #FaultTolerance #Monitoring #Reliability #The9sOfAvailability
• 📝 The rise of open standards in observability: highlights from KubeCon | #CNCF #KubeCon #OpenCensus #OpenTelemetry #Prometheus
• 📝 What happened at KubeCon Shanghai 2023 (Mauricio Salatino) | #AI #Conference #Dapr #FinOps #KMesh #Koordinator #Kubernetes #Platform #Volcano
• 📝 When Taylor Swift crashed Ticketmaster: A lesson on scaling for spikes | by Fahim ul Haq | Dev Learning Daily
• 📝 Why LFI is a tough sell (Lorin Hochstein @ Surfing Complexity) | #LearningFromIncident #MentalModel #Miscalibration #RootCauseAnalysis #SocioTechnicalSystems #StructuralSecrecy
• 📝 Why should I care about OpenTofu? (Marcin Wyszynski) | #OpenTofu #Roadmap #Terraform
• 📝 hashicorp/terraform 1.6.0 is out | #S3BackendChanges #TerraformTest
• 📽️ Replay of HashiDays 2023 | #Cloud #Conference #Security #Terraform
• 📽️ 🇫🇷 Laissez tomber vos Dockerfile, adoptez un buildpack ! (Julien Wittouck, Sunny Tech 2023) | #Buildpack #Conference #Distroless #Docker #Pack #Paketo #SBOM
• 📽️ 🇫🇷 Suivez vos applications à la trace grâce à OpenTelemetry (Julien Tanguy, Sunny Tech 2022) | #Conference #LiveDemo #OTLP #OpenTelemetry
• 🗓️ ObservabilityCON 2023 will be in London, 14 - 15 November (GrafanaLabs) | #Grafana #K6 #LGTM-Stack #Logging #Loki #Observability #OpenTelemetry #Performance #SLI/SLO
• 🗓️ PromCon EU 2023 will be on September 28 - 29 in Berlin, CFP is still open | #Conference #Prometheus #TSDB
• 🚀 Docker Announces Docker AI - docker.com | #CodeGeneration #ContextSpecific #Docker #LLM
• 🚀 Docker init - a new command to initialize dockerfiles | #Docker #DockerCompose #Dockerfile #Dockerignore
• 🚀 First release of JQ in the last 5 years | #DockerImages #GithubActions #JSONQuery #NewMaintainers
• 🚀 Keycloak 22.0.0 is out
• 🚀 OpenTelemetry Protocol (OTLP) version 1.0 is out (Dotan Horovits) | #1.0.0 #OpenTelemetry
• 🚀 Task v3.28.0 is out, with the ability to loop over commands + tasks using “for” keyword | #Automation #GNUMake #YAML
• 🚀 Terraform 1.6.0-alpha available soon, “test” command not experimental anymore | #Terraform
• 🚀 docker compose 2.20.0 is out
• 🚀 docker compose v2.22.0 is out | #Docker #DockerCompose
• 🚀 jqlang/jq 1.7 is out
• 🧰 Pants - The ergonomic build system | #Caching #Concurrency #Go #Java #MonorepoCompatible #Python #Scalability #Shell
• 🧰 Unleash your inner #SSH ninja! 🥷 with "SSH Kung Fu" | Tyblog | SSH Kung Fu | #FileSystem #OpenSSH #Proxy #SSH #Tunnelling
• 🧰 adriannovegil/awesome-observability | #Practices #Toolbox #Tools
• 🧰 alebcay/awesome-shell - A curated list of awesome command-line frameworks, toolkits, guides and gizmos | #CLI #Productivity #Shells
• 🧰 awesome-cloud-native | #CloudNative
• 🧰 awesome-prometheus | #Alerting #Grafana #Metrics #Monitoring #Prometheus #Toolbox
• 🧰 kelseyhightower/kubernetes-the-hard-way | #KubernetesTheHardWay #LearningResource #Tutorial
• 🧰 monorepo.tools - resources and tooling about monorepos | #Definitions #Monorepo #NotMonolith #Polyrepo
• 🧰 superfly/corrosion: Gossip-based service discovery (and more) for large distributed systems - A Rust alternative to Consul | #GossipBased #Rust #ServiceDiscovery
• 🧰 teivah/sre-roadmap: An Opinionated Roadmap to Become an SRE (Concepts > Tools) | #Concepts>Tools #Roadmap #SRE
• 🧰 terraform-best-practices.com - a collection of best practices (naming, styling, …) | #BestPractices #Terraform
• 🧰 📖 trimstray/the-book-of-secret-knowledge | #AdminSys #Bible #DevOps #Hack #Network #PenTest #Shell

FinOps 💸

• 📝 How Canva saves millions annually in Amazon S3 costs | #AWS #Cloud #FinOps #S3
• 🧰 FinOps Principles (FinOps Foundation) | #Cloud #FinOps #Methodology

Functional programming λ

• 📝 Love Letter To Clojure (Part 1) (Gene Kim, 2019) | #Clojure #FunctionalProgrammingλ #LISP
• 🧰 F# for Fun and Profit | #F# #LearningResource

Living Documentation 📖💗

• 📚 Living Documentation (Cyrille Martraire) | #EvergreenDoc #KnowledgeAugmentation #LivingDocumentation
• 📝 JSONSchema | #DataContract #DataDocumentation #DataValidation
• 📝 coveooss/json-schema-for-humans | #JSONSchemaToHTML #JSONSchemaToMarkdown
• 🧰 Self-Documented Makefile (François Zaninotto) | #Automation #DeveloperExperience #GNUMake #LivingDocumentation #RecList #Shell

MLOps 🧠⚙️

• 📝 Building LLM applications for production (Chip Huyen’s blog) | #LLM #MLOps
• 📝 The Post-Modern Stack, Joining the modern data stack and the modern ML stack | #MLOps #Metaflow #ModernDataStack #RecList #S3 #Sagemaker #Snowflake #dbt
• 📽️ Building LLM Applications for Production // Chip Huyen @ LLMs in Prod Conference | #Conference #LLM #MLOps

Miscellaneous 🎆

• 🐦 Vinay Hiremath on X : "Today @loom is joining @Atlassian" | #Acquisition #Atlassian #Loom
• 📝 Github Issue - New name for the OpenTF project · #296 · opentofu/opentofu | #Discussion #RenamingOpenTFtoOpenTofu
• 📝 Hello, I'm Mr. Null. My Name Makes Me Invisible to Computers | #ImpactOfSoftwareOnRealLife #NullSafe #Trivia🎈
• 📝 IBM taps AI to translate COBOL code to Java - TechCrunch | #Cobol #CodeAssistantForIBMZ #IBM #Java
• 📝 Toyota’s Japanese production was halted due to insufficient disk space | Ars Technica | #HighAvailability #SystemMonitoring #Trivia🎈
• 📝 Welcoming Loom to the Atlassian team (Atlassian) | #Acquisition #Atlassian #Loom
• 📽️ TypeScript Origins: The Documentary - YouTube | #2HoursLongVideo #TypeScript
• 🚀 Exploring Wordle - how to programmatically find eligible answers for a Wordle game using Python (George V. Reilly) | #Bash #Game #LettersConstraints #Pipes #Python #Wordle
• 🧰 GitHub - cloudcommunity/Free-Certifications: A curated list of free courses & certifications.
• 🧰 Is it Pokémon or Big Data? | #BigData #Game #Pokemon
• 🧰 QrGPT - Free Cool-looking AI QR Code generator | #OpenSource
• 🧰 chebykinn/sedmario: NES Super Mario Bros level 1 written in pure sed!

Platform📡

• 🐦 The Platform Maturity Model (by The NewStack) | #Adoption #Funding #MaturityModel #OrganizationalStructure #UserExperience
• 📝 A Practical Step-by-Step Approach to Building a Platform (The New Stack, Hemanth Kavuluru) | #Backstage #DeploymentAsAService #FinOps #Infrastructure #Rafay #Roadmap #SRE #UseCases
• 📝 The Modernization Imperative: Shifting left is for suckers. Shift down instead (Richard Seroter, Google Cloud Blog) | #EmpowerDevelopersThroughPlatformEngineering #ShiftDown #ShiftLeft
• 📝 Three Economies, an Introduction - Jabe Bloom | #BusinessPlatform #DDD #Differenciation #Scale #Scope
• 📽️ Managing Software at Scale: Kelsey Hightower Talks with Niklas Gustavsson about Fleet Management - Spotify Engineering | #Backstage #Consensus #DevEx #DeveloperExperience #Fleet #Monorepo #Polyrepo #Spotify #Squad
• 🗓️ BackstageCon NA will be in November 2023 | #Conference
• 🚀 Backstage v1.18.0 is out | #DeveloperPlatform #SoftwareCatalog

Product Management 📦

• 📝 Ditch Epics & User Stories and Focus on Outcomes (Ant Murphy) | #Epics #Experimentation #Hypothesis #Opportunity
• 📝 Product Principles at GitLab - Core organizational principles to build world class products | #AlwaysAllowForDeployingInProduction #AlwaysBeLearning #BeDataDriven #ConventionOverConfiguration #LearnFromFailures #MinimalViableChange #YouAreNotTheCustomer
• 🧰 A full list of dead products killed by Google | #Apps #Hardware #RIP #Services
• 🧰 Misleading roadmap | Honest roadmap | Strategic roadmap | #Agility #Linearity #Roadmap #Strategy

Productivity 👟

• 📝 Measuring developer productivity? A response to McKinsey (Part 1) - Gergely Orosz & Kent Beck | #DORA #Measure #SoftwareEngineeringCycle #Tradeoffs
• 📝 Measuring developer productivity? A response to McKinsey (Part 2) - Gergely Orosz & Kent Beck | #CostOfEngineering #Goodhart'sLaw #Management #TeamVsIndividualPerformance
• 📝 Yes, you can measure software developer productivity (McKinsey)
• 📽️ Dave Farley - My Response To The NONSENSE McKinsey Article On Developer Productivity

Python 🐍

• 🐦 Meta commits to dedicate three engineer-years to implement the removal of the GIL from Python | #LowLevel #Performance #SoftwareEngineering
• 🐦 Pydantic won't be dropping Python 3.7 support in version 2.4 since they still have 21% (~4m) downloads of 2.3 using it (Pydantic on X/Twitter) | #DataDrivenDecision #DropPython3.7 #Python
• 📝 10 Best Practices for Logging in Python (BetterStack) | #Logging #LoggingConfig #Loguru #StructuredLogging #python-json-logger
• 📝 Asyncio Evolved: Enhanced Exception Handling with TaskGroup in Python 3.11(Junya Fukuda, EuroPython 2023) | #AynscIO #SlidesDeck #TaskGroup
• 📝 Bypassing the GIL for Parallel Processing in Python (Real Python) | #CPU #Concurrency #GIL #IO #MultiThread #Parallelism
• 📝 PEP 710 (draft) – Recording the provenance of installed packages | #Auditability #PEP #SBOM #Security
• 📝 dabeaz-course/python-mastery | #Concurrency #Coroutines #Generators #LearningResource #Metaprogramming
• 📝 🔵 Blue : a somewhat less uncompromising code formatter than ⚫ Black, the OG of Python formatters | #Lint #Style
• 📽️ EuroPython 2023 videos have been released on YouTube | #Conference #CzechRepublic #EuroPython #VOD
• 📽️ Python Web Conf 2023 videos are available | #Conference #PWC2023
• 🗓️ Airflow summit 2023 will take place on September 19th to 21st | #Airflow #Conference #DataMesh
• 🗓️ EuroPython2023 conference will be in Prague (July 17-23) | #Architecture #Conference #Design #OpenAPI #Python
• 🗓️ It’s time to stop using Python 3.7 (end-of-life, June 2023)
• 🚀 Conda’s dependency solver switching to libmamba this month | #Anaconda #Conda #Mamba #Miniconda #Performance
• 🚀 Cython 3.0.0 is out | #C #LowLevel #Performance
• 🚀 FastAPI 0.100.0 is out and supports Pydantic V2 | #OpenAPI #Performance #Rust #Web
• 🚀 Great Expectations 0.17.5 is out | #DataQuality #SoftwareEngineering #open-source
• 🚀 Mypy 1.5.0 is out | #DropPython3.7
• 🚀 Poetry 1.6.0 is out
• 🚀 Prefect 2.11.0 & 2.11.1 are out | #Observability #Orchestrator #Piepline
• 🚀 Pydantic 2.1.0 & 2.1.1 are out
• 🚀 Pydantic 2.4.2 is out | #BugFix
• 🚀 Python Release Python 3.11.5
• 🚀 Ruff v0.1.0 is out | #JupyterNotebooksSupport #Lint #Performance #Python #Python3.12 #Rust #WrittenInRust
• 🚀 Uvicorn 0.23.0 is out | #ASGI #WebServer
• 🧰 CodeCarbon, a Python library to track carbon emissions from your computer | #GreenIT #SoftwareEngineering
• 🧰 satwikkansal/wtfpython - Exploring and understanding Python through surprising snippets | #CodeSamplesWithExplanations #Quirks #WTF
• 🧰 tiangolo/typer: Typer, build great CLIs. Easy to code. Based on Python type hints. The FastAPI of CLIs | #CLI #Click #Hug #Pydantic

QuantumComputing ⚛️

• 📝 Google Claims Latest Quantum Experiment Would Take Decades on Classical Computer | #Industry #R&D #Trivia🎈

Security☣️

• 🐦 Universal and Transferable Adversarial Attacks on Aligned Language Models (website, paper and code) | #AI #GPT-4 #Hack #LLM #PaLM-2 #Prompt
• 📝 Hacking Github AWS integrations again - Meanderings by Daniel Grzelak | #AWSIntegration #CodeSamplesWithExplanations #Github #OIDC
• 📝 How Cloudflare mitigated yet another Okta compromise (Cloudflare) | #Security #TokenCompromised
• 📝 How to Find Advanced Persistent Threats in your Security Logs | #AWS CloudTrail #GithubAuditLogs
• 📝 PyLoose: Python-based fileless malware targets cloud workloads to deliver cryptominer | #Malware #Python #memfd
• 📝 Security Developer-in-Residence – Weekly Report #2 (Seth Larson) - On the importance of having a SBOM (Software Bill of Materials) | #PEP #PEP710 #SBOM #Security
• 📝 The massive bug at the heart of the npm ecosystem | #NPM #NodeJS #Security
• 🧰 Explaining JSON Web Token (JWT) to a 10 year old Kid (ByteByteGo) | #Infographics #JWT

Software Engineering ⚙️

• 🐦 Codecov is now opensource | #CodeCoverage #CodeQuality
• 📚 Culture Test vol. 1 : apprivoisez la complexité | #Culture #OCTOTechnology #WhitePaper
• 📚 Your Code as a Crime Scene, Second Edition is out (end of Beta)
• 📝 Common design patterns at Stripe (Paul Asjes) | #AvoidJargon #DesignForExtensibility #PreferEnumsOverBooleans
• 📝 Death by a thousand microservices (Andrei Taranchenko) | #FAANG #JavaScript #Microservices #MicroservicesHype #Monolith #VentureCapital
• 📝 Don't write clean code, write CRISP code (John Arundel) | #Correct #Golang #Idiomatic #Performant #Readable #Simple
• 📝 How Google Measures and Manages Tech Debt (Abi Noda) | #CodeQuality #MaturityModel #Productivity #SystemsThinking #TechnicalDebt
• 📝 How I used GitHub Copilot Chat to build a ReactJS gallery prototype (The GitHub Blog, Senna Parsa) | #AIAssistedSoftwareDevelopment #CopilotChat #GithubCopilot #Prompt #Prototype #ReactJS #UnitTests
• 📝 How to Eat an Elephant - Kent Beck | #ComplexityPartitioning #Legacy #Mainframe #Modernization
• 📝 How we reduced the size of our JavaScript bundles by 33% (Dropbox, Umair Nadeem and Rich Hong) | #CodeSplitting #JavaScript #Packaging #Rollup #TreeShaking
• 📝 Object Calisthenics (William Durand, 2013) | #CleanCode #CodeReadability #SOLID #SlidesDeck
• 📝 Postman acquires Akita for automated API observability | #Industry
• 📝 The After Open Source Era Has Started (Bilgin Ibryam) | #License #Monetization #OpenSource #SharedSource #TheCathedralAndTheBazaar
• 📝 Why are Cloud Development Environments Spiking in Popularity, Now? (Gergely Orosz) | #CDE #DevZero #Devpods #Gitpod #Monorepo #Productivity #RemoteSoftwareDelivery #Stackblitz
• 📝 Your curated GitHub Universe agenda: AI, ethics, and productivity - The GitHub Blog
• 📽️ ChatGPT & Copilot are NOT Refactoring Tools (Emily Bache on YouTube) | #EmilyBache #LLMsAreNotRefactoringTools
• 📽️ Refactoring Skills: Extract Function | Guided Learning Hour (Emily Bache on YouTube) | #Code #EmilyBache #Refactoring #Schema&Examples
• 🗓️ DDD Europe 2024 will happen on May 27-31 2024 in Amsterdam | #Conference #DDD
• 🗓️ Hacktoberfest 2023 has started | #10thAnniversary #Hacktoberfest #OpenSource #PullRequests
• 🚀 Announcing Rust 1.73.0 | Rust Blog
• 🚀 Go 1.21 is out
• 🚀 Go 1.21 is released
• 🚀 Gradle 8.4 is out
• 🚀 Python 3.12 is out _ What’s New In Python 3.12 — Python documentation
• 🧰 Egoless Crafting: Practicing Software Craftsmanship with Ego-Resiliency | #EgolessProgramming #Manifesto #SoftSkills
• 🧰 Google Online Security Blog: Scaling Rust Adoption Through Training (Google) | #Android #BareMetal #Concurrency #Free #LearningResource #Rust
• 🧰 How GenAI effects our software delivery practices (Martin Fowler, Birgitta Böckeler) | #ChatGPT #GPTEngineer #GithubCopilot #Meta'sCodeCompose
• 🧰 Resources on TDD (Test-Driven Development) (Sébastien Roccaserra) | #Design #Mock #Refactoring #TDD #TestDrivenDevelopment
• 🧰 SQL join flavors - Anton Zhiyanov | #Cross #Joins #Lateral #Natural #Partitioned #Qualified #SQL
• 🧰 TIL - Callouts are available in Github-flavored Markdown | #HierarchyOfInformation #LivingDocumentation #Markdown #TodayILearned
• 🧰 fraktalio/fmodel-rust: Domain modeling. Event sourcing. CQRS. Functional Domain Modeling with Rust | #DomainModelling #FunctionalProgrammingλ #Rust

Web Development 🧑‍💻

• 📝 Serverless Bun vs Node: Benchmarking on AWS Lambda | #AWS #Benchmark #CloudWatch #Performance #X-Ray
• 📝 Speeding up the dbt™ docs by 20x with React Server Components | #Lighthouse #NextJS #Performance #ReactServerComponents #SlowLoadTime
• 🚀 Bun 1.0 is out | #Fast #JavaScript #Lightweight #Runtime
• 🧰 ➰ Understanding SVG Paths | #Animation #Bezier #Cursor #Demo #Line #SVG